Medicine and Health Sciences Commons^™

Simulating A Multi-Tier Intervention For Refugee Mental Health Using Agent-Based Modeling, Bishan Huang

Electronic Theses & Dissertations (2024 - present)

Increasing numbers of people are fleeing political violence and becoming refugees who resettle all around the world.Compared to the general population in the countries where they resettle, refugees disproportionately suffer from depression and higher trauma-related mental health symptoms including post-traumatic stress disorder (PTSD) due to the experiences that led to their refugee status, as well as post-migration stressors, disadvantages in multiple social determinants of health, and lack of social support. New York City has received refugees from over 50 countries and may require policy and infrastructure changes to meet refugee mental health needs, especially in face of the recent surge …

Differences In Mental Health Outcomes In Immigrant Vs. U.S.-Born Populations In Urban Vs. Rural Areas In The United States, Zoë Gentles

Electronic Theses & Dissertations (2024 - present)

Background

The immigration process to the United States creates distinct mental stressors. These stressors are influenced by socioeconomic factors including income, education level and insurance status. In rural America, these factors are intensified due to a poor healthcare infrastructure that is limited. This study examines the relationship between urban-rural residence and mental health outcomes among immigrants vs. native-born residents in the United States.

Methods

Data from the National Health Interview Survey (NHIS) from 2019 and 2022 were used to examine the relationship. The exposure of interest was place of birth, and the outcome of interest was the presence of clinically …

Diversity Within Species: Mechanisms, Evolution And Implications In Bacterial Disease, Kathryn R. Piper

Electronic Theses & Dissertations (2024 - present)

The Gram-positive bacterium Staphylococcus aureus and the Gram-negative bacterium Escherichia coli are ubiquitous commensal and opportunistic pathogens. In humans, S. aureus is commonly found on the skin and mucus membranes, and is known to cause infections in the skin, bloodstream and brain. E. coli is a normal part of the gut microbiota in humans and can cause intestinal and extraintestinal infections alike. S. aureus and E. coli pose global threats to public health, due to the high morbidity and mortality of invasive strains. The wide range of infections they cause in humans and other animals are exacerbated by the presence …

Mody Calculator And Clinical Features Routinely Used To Distinguish Mody From Type 2 Diabetes In Adults Perform Poorly For Youth Clinically Diagnosed With Type 2 Diabetes, Raymond J Kreienkamp, Beverley M Shields, Toni I Pollin, Amy S Shah, Angela D Liese, Anna Bellatorre, Catherine Pihoker, Mustafa Tosur, Jose C Florez, Shylaja Srinivasan, Andrew T Hattersley, Miriam S Udler, Maria J Redondo

Children’s Nutrition Research Center Staff Publications

No abstract provided.

A Comprehensive Uhplc-Ms/Ms And Extraction Method Reveals Flavonoid Profile And Concentration Are Diverse In Spinach (Spinacia Oleracea L), Michael P Dzakovich, Elaine A Le, Alvin L Tak, Shaji K Chacko

Children’s Nutrition Research Center Staff Publications

INTRODUCTION: Spinach produces an array of unique flavonoids not commonly found in other fruits and vegetables. These molecules likely serve as defense agents against biotic and abiotic stress and may have health beneficial properties for humans. Current methods to analyze spinach flavonoids are incomplete and only capture a portion of this uncharacterized pathway. A comprehensive analysis method is needed to determine how genetics, environmental conditions, and other factors influence spinach flavonoid biosynthesis.

METHODS: We developed and validated a high-throughput extraction and ultra high-performance liquid chromatography tandem mass spectrometry (UHPLC-MS/MS) method to separate and quantify 39 spinach flavonoid species in 11.5 …

New Genetic Tools To Define The Pathophysiology Of Inborn Errors Of Cobalamin Metabolism Impacting Mammalian Development, Tiffany Chern, Xuefei Tong, William G Bauer, David J Quispe-Parra, Xia Gao, Kamryn N Gerner-Mauro, Ross A Poché

Children’s Nutrition Research Center Staff Publications

The congenital, autosomal recessive disorder combined methylmalonic acidemia and homocystinuria - cblC type, is the most common inborn error of cobalamin (vitamin B12) metabolism. In its early onset form, cblC profoundly impacts fetal development of the central nervous system, hematopoietic system, and other tissues. Previously, mutations in the MMACHC gene, which encodes a protein required for the intracellular trafficking and enzymatic processing of free cobalamin into active coenzyme forms, were found to cause cblC. These coenzymes are required in two metabolic pathways which produce either succinyl-CoA in the mitochondria or methionine in the cytosol. However, due to a lack of …

The Differential Expands: Ataxia From Paraneoplastic Cerebellar Degeneration, Dominic Thomas, Md, Amy Dechet

Books, Presentations, Posters, Etc.

Introduction: Paraneoplastic cerebellar degeneration is a rare cause of cerebellar ataxia with a poor prognosis for neurologic recovery. The management of symptoms is dependent primarily upon timely diag nosis and treatment of the underlying neoplasm. Herein, we present the diagnostic and treatment course of a patient with paraneoplastic cerebellar degeneration. Case: A 72-year-old woman with a past medical history of left mastectomy for high grade ER/PR negative Her2 positive invasive ductal carcinoma presented with progressively worsening dysarthria and ataxia over two months. A metabolic work up by her primary care physician was unrevealing. Breast MRI did not show recurrence of …

Ethical Considerations For Teaching With Artificial Intelligence: A Scoping Review In Medical Education Settings, Amani Itani, Susie L Gronseth, Salma Musaad, Thuy Nguyen, Yiming Mirabile, Bettina M Beech

Children’s Nutrition Research Center Staff Publications

In the evolving realm of medical education, where artificial intelligence (AI) technologies play an increasingly pivotal role, embedding AI ethics within educational frameworks has become crucial. This scoping review explores the breadth of literature concerning ethical considerations for teaching with AI in medical education settings. Following the Preferred Reporting Items for Systematic Reviews and Meta-analyses extension for Scoping Reviews (PRISMA-ScR) guidelines, the team analyzed 82 peer-reviewed English-language articles published between 2018 and October 2023, sourced from PubMed, Embase, and Web of Science. The review presents insights into the geographic distribution of studies, publication trends, article types, common keywords, areas of …

A Reflection-Spectroscopy Measured Skin Carotenoid Score Strongly Correlates With Plasma Concentrations Of All Major Dietary Carotenoid Species Except For Lycopene, Qiang Wu, Cheryl Webb Cherry, Stephanie Jilcott Pitts, Melissa N Laska, Neal Craft, Nancy E Moran

Children’s Nutrition Research Center Staff Publications

Skin carotenoids can be measured non-invasively using spectroscopy methods to provide a biomarker of total dietary carotenoid and carotenoid-rich fruit and vegetable intake. However, the degree to which skin carotenoid biomarkers reflect intakes of specific carotenoids must be determined for specific devices. Previously, findings were mixed regarding the correlation between reflection spectroscopy (RS)-assessed skin carotenoids and individual plasma carotenoid concentrations. The current study expands on prior analyses to examine the cross-sectional associations between adult RS-assessed skin carotenoids and individual carotenoid species intakes and plasma concentrations, controlling for potential covariates. We hypothesized that RS-assessed skin carotenoid scores would strongly correlate with …

De Novo Lipid Synthesis In Cardiovascular Tissue And Disease, Tariq J Khan, Clay F Semenkovich, Mohamed A Zayed

2020-Current year OA Pubs

Most tissues have the capacity for endogenous lipid synthesis. A crucial foundational pathway for lipid synthesis is de novo lipid synthesis (DNL), a ubiquitous and complex metabolic process that occurs at high levels in the liver, adipose and brain tissue. Under normal physiological conditions, DNL is vital in converting excess carbohydrates into fatty acids. DNL is linked to other pathways, including the endogenous synthesis of phospholipids and sphingolipids. However, abnormal lipid synthesis can contribute to various pathologies and clinical conditions. Experimental studies involving dietary restriction and in vivo genetic modifications provide compelling evidence demonstrating the significance of lipid synthesis in …

Treatment Of Hereditary Hemorrhagic Telangiectasias With Sclerotherapy: A Case Series, Jenny Ji, Andrew M Peterson, Jay F Piccirillo

2020-Current year OA Pubs

BACKGROUND: Hereditary hemorrhagic telangiectasia (HHT) is characterized by abnormal blood vessel formation. One treatment for HHT-related arteriovenous malformations (AVMs) is sclerotherapy, which collapses the blood vessels by irritating the endothelial lining.

METHODS: This case series describes two HHT patients undergoing in-office sodium tetradecyl sulfate sclerotherapy for non-nasal telangiectasias and AVMs. The first patient had AVMs on the red lip while the second patient had an AVM and several telangiectasias on the tongue.

RESULTS: Both patients' AVMs required only one treatment visit and were no longer noticeable within a week. Neither of the patients had any side effects from treatment.

CONCLUSION: …

Nutcracker Syndrome (A Delphi Consensus), Floor Heilijgers, Suresh Vedantham, Et Al.

2020-Current year OA Pubs

BACKGROUND: Nutcracker syndrome (NCS) describes the symptomatic compression of the left renal vein between the aorta and superior mesenteric artery. Whereas asymptomatic compression is a common radiological finding, patients with NCS can report a range of symptoms. There are no specific diagnostic criteria and interventions include a range of open surgical and endovascular procedures. Therefore, we wished to develop an international consensus document covering aspects of diagnosis, management, and follow-up for patients with NCS.

METHODS: A three-stage modified Delphi consensus was performed. A steering committee developed 37 statements covering 3 categories for patients with NCS: diagnosis, management, and follow-up. These …

Acquired Ductopenia: An Insight Into Imaging Findings, Rachita Khot, Nathan R Shelman, Daniel R Ludwig, Rashmi T Nair, Mark A Anderson, Sudhakar K Venkatesh, Raj Mohan Paspulati, Rex A Parker, Christine O Menias

2020-Current year OA Pubs

Hepatic ductopenia is a pathologic diagnosis characterized by a decrease in the number of intrahepatic bile ducts as a consequence of various underlying etiologies. Some etiologies, such as primary sclerosing cholangitis, primary biliary cholangitis, and ischemic cholangitis, often have distinctive imaging findings. In contrast, other causes such as chronic rejection following liver transplantation, drug-induced biliary injury, infection, malignancy such as lymphoma, and graft-versus-host disease may only have ancillary or non-specific imaging findings. Thus, diagnosing ductopenia in conditions with nonspecific imaging findings requires a multidimensional approach, including clinical evaluation, serological testing, imaging, and liver histology to identify the underlying cause. These …

Validating A Novel Measure For Assessing Patient Openness And Concerns About Using Artificial Intelligence In Healthcare, Bryan A Sisk, Alison L Antes, Sunny C Lin, Paige Nong, James M Dubois

2020-Current year OA Pubs

OBJECTIVES: Patient engagement is critical for the effective development and use of artificial intelligence (AI)-enabled tools in learning health systems (LHSs). We adapted a previously validated measure from pediatrics to assess adults' openness and concerns about the use of AI in their healthcare.

STUDY DESIGN: Cross-sectional survey.

METHODS: We adapted the 33-item "Attitudes toward Artificial Intelligence in Healthcare for Parents" measure for administration to adults in the general US population (AAIH-A), recruiting participants through Amazon's Mechanical Turk (MTurk) crowdsourcing platform. AAIH-A assesses openness to AI-driven technologies and includes 7 subscales assessing participants' openness and concerns about these technologies. The openness …

Head-To-Head Preclinical Treatment Design Prioritizes Promising Therapies For Neurofibromatosis Type 1 Optic Glioma Clinical Translation, Talia Eligator, Jit Chatterjee, Shintaro Yamada, Anthony Kirchner, Hareesh B Nair, Jason R Fangusaro, David H Gutmann

2020-Current year OA Pubs

BACKGROUND: Authenticated preclinical brain tumor models provide unprecedented opportunities to evaluate next-generation treatments. However, some therapies with robust anti-tumor activity in mice fail in human trials, highlighting the need to better prioritize candidates for clinical translation. Herein, we implemented a head-to-head preclinical strategy using a well-characterized murine model of NF1-optic pathway glioma (

METHODS:

RESULTS: While all agents restored normal tissue architecture, reduced ON proliferation, and decreased TME soluble mediator and tumor cell marker RNA expression, only lamotrigine and mirdametinib also reduced ON volume. Everolimus, lamotrigine, and HBS-101 restored RNFL thickness to wild-type levels, whereas carboplatin showed a trend towards …

Barriers And Facilitators To Implementing A Single-Visit, Screen-And-Treat Approach With Thermal Ablation For Cervical Cancer Prevention In Kenya, Harriet Fridah Adhiambo, Thomas Odeny, Et Al.

2020-Current year OA Pubs

Cervical cancer continues to be a major global threat to women's health, with approximately 660,000 women diagnosed annually, 94% of whom are in low- and middle-income countries (LMICs). The high disease burden in LMICs is partly due to suboptimal adoption and widespread implementation of effective preventive interventions. This study explored drivers of implementation success and failure for a future single-visit, screen, and treat approach with thermal ablation (SV-SAT + TA), referred to as TIBA in Kenya. Guided by the Consolidated Framework for Implementation Research (CFIR framework), we conducted in-depth interviews with 34 participants (frontline health workers, health facility managers, and …

Risk Factors For Development Of Stroke In Patients With Continuous-Flow Left Ventricular Assist Device Support As Destination Therapy, Ioana B Florea, Nadia H Bakir, Meghan O Kelly, Joel D Schilling, Gregory A Ewald, Akinobu Itoh, Marc R Moon, Spencer J Melby, Ralph J Damiano, Kunal D Kotkar, Muhammad F Masood

2020-Current year OA Pubs

BACKGROUND: Continuous-flow left ventricular assist devices (LVADs) are increasingly used as destination therapy. Although postimplantation stroke rates have been described in the context of bridge-to-transplant or mixed cohorts, stroke development is not well evaluated in patients who receive continuous-flow LVAD with a destination therapy indication. This report characterizes the stroke profile of a modern institutional cohort of patients undergoing destination therapy and evaluates their risk factors for stroke onset.

METHODS: Patients implanted with continuous-flow LVAD as destination therapy at the reporting institution between January 2010 and June 2020 were retrospectively reviewed and analyzed. Stroke was defined as any neurologic deficit …

Carpal Tunnel Syndrome And Occupational Co-Exposure To Biomechanical Factors And Neurotoxic Chemicals Using Job-Exposure Matrices And Self-Reported Exposure: Findings From The Constances Cohort, Julie Bodin, Clémence Rapicault, Alexis Descatha, Marc Fadel, Fabien Gilbert, Bradley Evanoff, Nathalie Bonvallot, Marcel Goldberg, Marie Zins, Yves Roquelaure

2020-Current year OA Pubs

OBJECTIVE: To study the association between occupational co-exposure to biomechanical risk factors, potentially neurotoxic chemicals and carpal tunnel syndrome (CTS) in a large cohort of French workers, using two methods to estimate chemical exposure: job-exposure matrices (JEM) and self-reported exposure.

METHODS: A randomly selected sample of adults were included between 2012 and 2018 in the French cohort CONSTANCES. Self-reported CTS was assessed using the first self-administered follow-up questionnaire, sent out approximately one year after baseline. Occupational exposure to biomechanical risk factors was assessed using self-administered questionnaire completed at inclusion. Lifetime occupational exposure to chemicals was assessed using two different methods: …

Colorectal Cancer Incidence Trends In Younger Versus Older Adults: An Analysis Of Population-Based Cancer Registry Data, Hyuna Sung, Rebecca L Siegel, Mathieu Laversanne, Chenxi Jiang, Eileen Morgan, Mariam Zahwe, Yin Cao, Freddie Bray, Ahmedin Jemal

2020-Current year OA Pubs

BACKGROUND: Previous studies have shown that colorectal cancer incidence is increasing among younger adults (aged < 50 years) in multiple high-income western countries in contrast with stabilising or decreasing trends in incidence in older adults (aged ≥50 years). This study aimed to investigate contemporary colorectal cancer incidence trends in younger adults versus older adults.

METHODS: Colorectal cancer incidence data, including year of diagnosis, sex, and 5-year age group for 50 countries and territories, were extracted from the WHO-International Agency for Research on Cancer Cancer Incidence in Five Continents Plus database. The Human Development Index 2022 was retrieved from the United Nations Development Programme and grouped into very high (>0·80), high (0·70-0·79), medium (0·55-0·69), and low (< 0·55) categories. Age-standardised incidence rates (ASR) per 100 000 person-years of early-onset (diagnosed between ages 25 to 49 years) and late-onset (diagnosed between ages 50 to 74 years) colorectal cancer (ICD 10th revision, C18-20), diagnosed between 1943-2003 and 2015-17, were calculated using the direct method and Segi-Doll world standard population). The primary study objective was to examine contemporary colorectal cancer incidence trends in younger adults versus older adults using data until 2017 from 50 countries and territories. Temporal trends were visualised and quantified with joinpoint regression, stratified by age at diagnosis (25-49 years or 50-74 years). Average annual percentage changes (AAPC) were estimated.

FINDINGS: In the most recent 5 years (2013-17 for all countries analysed, except for Japan [2011-15], Spain [2012-16], and Costa Rica [2012-16]), …

Surgeon Interpretation Of Patient-Reported Outcome Measures In Upper Extremity Osteoarthritis, Rick S. Looman, Koen Oude Nijhuis, Sina Ramtin, David Ring, Daniel A. London, Ryan Calfee, Niels Brinkman, Science Of Variation Group

2020-Current year OA Pubs

PURPOSE: Measures that quantify levels of pain intensity, incapability, symptoms of distress, and unhelpful thinking were designed as research tools. We studied how surgeons interpret and act on these scores in the care of individual patients.

METHODS: In an online experiment, 67 upper limb specialists from the Science of Variation Group reviewed 10 fictious patient scenarios of trapeziometacarpal, wrist and elbow osteoarthritis (OA) and randomized elements of radiographic severity, levels of discomfort and incapability, deprivation index score (social health), and levels of distress and unhelpful thinking (mental health). Multilevel mixed-effects linear regression identified patient factors associated with surgeon concern, enthusiasm …

Ethical Implications Of Neurotechnology In Industry-Academia Partnerships: Insights From Patient And Research Participant Interviews, Meredith V. Parsons, Maya Skolnik, Judith Mwobobia, Erin D Solomon, James M. Dubois, Tristan Mcintosh

2020-Current year OA Pubs

BACKGROUND: Neurotechnologies often advance through industry-academia (IA) partnerships and offer insight into brain and nervous system functions, bringing improved diagnosis and treatment options to patients. Both neurotechnology and IA partnerships pose ethical challenges that can impact research participation experiences, patient treatment, and health outcomes.

METHODS: Investigators conducted interviews with 16 patients who used neurotechnology devices in therapeutic or research settings. Interviews explored participants' experiences using neurotechnology, perspectives on IA partnerships, preferences for neural data use and long-term care, and advice for future neurotechnology device users. Data were analyzed using inductive thematic analysis.

RESULTS: Participants were generally supportive of IA partnerships. …

Costs Of Non-Metastatic Prostate Cancer Treatment Among Privately Insured Men In The United States, Ashley J. Housten, Su-Hsin Chang, Hannah E. Rice, Allison J. L'Hotta, Eric H. Kim, Bettina F. Drake, Joanna L. Buss, Mary C. Politi

2020-Current year OA Pubs

BACKGROUND: Our objective was to quantify the cumulative total and out-of-pocket (OOP) costs for 3 non-metastatic prostate cancer treatment modalities: radiation, surgery, and conservative management at intervals of 1-, 3-, and 5-years post-diagnosis. We predicted these cumulative costs for a typical patient to improve cost transparency, facilitate conversations about potential costs, and to help advance non-metastatic prostate cancer cost evaluation.

METHODS: We used Merative™ MarketScan® Commercial Database data from 2007-2020. The cumulative total costs evaluated from the healthcare sector perspective were patient, clinician, and system/facility costs. We used descriptive statistics to summarize the sociodemographic characteristics of the cohort and a …

Vibrotactile Auricular Vagus Nerve Stimulation Alters Limbic System Connectivity In Humans: A Pilot Study, Kara M. Donovan, Joshua D. Adams, Ki Yun Park, Phillip Demarest, Gansheng Tan, Jon T. Willie, Peter Brunner, Jenna L. Gorlewicz, Eric C. Leuthardt

2020-Current year OA Pubs

Vibration offers a potential alternative modality for transcutaneous auricular vagus nerve stimulation (taVNS). However, mechanisms of action are not well-defined. The goal of this pilot study was to evaluate the potential of vibrotactile stimulation of the outer ear as a method for activating central brain regions similarly to established vagal nerve stimulation methods. Seven patients with intractable epilepsy undergoing stereotactic electroencephalography (sEEG) monitoring participated in the study. Vibrotactile taVNS was administered across five vibration frequencies (2, 6, 12, 20, and 40 Hz) following a randomized stimulation pattern with 30 trials per frequency. Spectral coherence during stimulation was analyzed across theta …

First Successful Ovarian Cortex Allotransplant To A Turner Syndrome Patient Requiring Immunosuppression: Wide Implications, Sherman J Silber, Sierra Goldsmith, Benjamin Rubinoff, Eduardo Kelly, Rowena Delos Santos, Anibal Melo, Daniel Brennan

2020-Current year OA Pubs

OBJECTIVE: To determine whether we can safely and successfully transplant an ovary tissue allograft from a nonidentical donor to her Turner syndrome sister.

DESIGN: Transplantation of cryopreserved ovary tissue, as well as fresh transplantation of ovarian tissue between identical twins, is now well established with numerous reported successful cases. However, there have not yet been any ovary transplants between nonidentical women requiring immunosuppression (ovary allotransplant). This could be a much more common indication for ovary tissue transplantation if safe and reliable immunosuppression were available.

PATIENT(S): A 20-year-old amenorrheic woman with nonmosaic 45-XO Turner syndrome requested ovary tissue transplantation from her …

A Holistic Ecosystem Model To Diversify The Physician Workforce And Enhance Health, Erik J Porfeli, Sunny Nakae, Leila Amiri, Leila E Harrison, Will Ross

2020-Current year OA Pubs

IMPORTANCE: The U.S. medical education system attracts and trains the next generation of physicians to advance the health care needs of a growing and increasingly diverse nation. This system can be credited for supplying a physician workforce achieving remarkable growth and innovation, yielding one of the world's most technologically advanced health care systems on the planet. This system, unfortunately, also contributes to educational, workforce, and health disparities.

OBSERVATIONS: The successes and challenges of the medical education and health care system align with broader economic, health, and educational patterns in the United States. An ecological model can be employed to unite …

Baseline Clinical Characterization Of Participants In The Accelerating Medicines Partnership Schizophrenia Program, Jean Addington, Daniel Mamah, Et Al.

2020-Current year OA Pubs

BACKGROUND: This paper focuses on the baseline clinical characterization of the participants in the Accelerating Medicines Partnership Schizophrenia (AMP SCZ) program. The AMP SCZ program is designed to investigate a wide array of clinical variables and biomarkers in a total of 2040 clinical high-risk (CHR) participants and 652 community control (CC) participants.

METHODS: The dataset analyzed includes 1642 individuals at clinical high risk for psychosis and 519 CCs. Key measures include the Positive Symptoms and Diagnostic Criteria for the Comprehensive Assessment of At-Risk Mental States Harmonized with the Structured Interview for Psychosis-Risk Syndromes, which determined CHR criteria and the severity …

Sample Ascertainment And Recruitment Sources In The Accelerating Medicines Partnership Schizophrenia Program, Jean Addington, Daniel Mamah, Et Al.

2020-Current year OA Pubs

BACKGROUND: This paper presents the recruitment sources of clinical high-risk (CHR) and community controls (CC) from the Accelerating Medicines Partnership Schizophrenia (AMP SCZ) program, which aims to study various clinical variables and biomarkers in 2040 CHR and 652 CC participants.

METHODS: A total of 1640 CHR and 514 CC had recruitment source data. The Positive Symptoms and Diagnostic Criteria for the Comprehensive Assessment of At-Risk Mental States Harmonized with the SIPS was utilized to assess CHR criteria and severity of attenuated psychotic symptoms (APSs), and the Global Functioning: Social Scale was used for social functioning. Participants were recruited through various …

An Explainable Ai Approach For Mapping Multivariate Regional Brain Age And Clinical Severity Patterns In Alzheimer's Disease, Gauri Darekar, Taslim Murad, Hui-Yuan Miao, Deepa S Thakuri, Alzheimer’S Disease Neuroimaging Initiative, Ganesh B Chand

2020-Current year OA Pubs

Age is a significant risk factor for mild cognitive impairment (MCI) and Alzheimer's disease (AD) and identifying brain age patterns is critical for comprehending the normal aging and MCI/AD processes. Prior studies have widely established the univariate relationships between brain regions and age, while multivariate associations remain largely unexplored. Herein, various artificial intelligence (AI) models were used to perform brain age prediction using an MRI dataset (

Sociodemographic Factors Predict Outcomes And Reveal Spatial Tumor Patterns In Glioblastoma, Patrick H Luckett, Michael Olufawo, Noah Naddaff-Slocum, Ki Yun Park, Bidhan Lamichhane, Donna Dierker, Gabriel Trevino Verastegui, John J Lee, Peter Yang, Albert Kim, Omar H Butt, Milan G Chheda, Abraham Z Snyder, Joshua S Shimony, Eric C Leuthardt

2020-Current year OA Pubs

BACKGROUND: Glioblastoma (GBM) is the deadliest malignant glioma of the central nervous system. Postsurgical functional impairment correlates with survival and is estimated using metrics such as extent and location of resection. This study uses machine learning to evaluate the predictive ability of baseline sociodemographic and lifestyle factors for forecasting postoperative functional outcomes in GBM patients.

METHODS: Glioblastoma patients (

RESULTS: Utilizing decision trees with age, SVI/SES, sex, tobacco use, alcohol use, obesity, and race as predictors, we achieved 88% accuracy in classifying median KPS and 85% accuracy in classifying KPS slope. Socioeconomic factors were the strongest predictors. Age, sex, and …

Phase I Study Of Nt-I7, A Long-Acting Interleukin-7, In Severe Treatment-Related Lymphopenia Following Standard Radiation And Temozolomide For High-Grade Glioma, Jian L Campian, Milan G Chheda, John F Dipersio, Et Al.

2020-Current year OA Pubs

BACKGROUND: High-grade gliomas (HGG) have a poor prognosis despite aggressive treatment. Severe, persistent lymphopenia occurring in HGG patients after concurrent chemoradiation is associated with worse survival. NT-I7, a long-acting interleukin-7 analog, has been shown to increase CD4 and CD8 counts in healthy, septic, and HIV-positive adults. This multi-institutional, NCI-funded dose-escalation trial is the first to evaluate NT-I7 safety and activity in HGG patients with severe treatment-related lymphopenia (TRL) and the effect of co-administered glucocorticoids.

METHODS: Eligible HGG patients had CD4 counts < 300 cells/mm

RESULTS: NT-I7 was well tolerated in all 12 patients (median age 64; median CD4 count 161 cells/mm³) before the …